AWS FeedImplementing a hub and spoke dashboard for multi-account data science projects Modern data science environments often involve many independent projects, each spanning multiple accounts. In order to maintain a global overview of the activities within the projects, a mechanism to collect data from the different accounts into a central one is crucial. In this…
AWS FeedEnhance your machine learning development by using a modular architecture with Amazon SageMaker projects One of the main challenges in a machine learning (ML) project implementation is the variety and high number of development artifacts and tools used. This includes code in notebooks, modules for data processing and transformation, environment configuration, inference pipeline, and…
AWS FeedSmart Car Makers VW & Nissan to Build Smart Factories Researcher The car-making giants have taken big leaps to ensure they address the needs and trends brought by the rapid growth of technologies in the automotive industry.
AWS FeedSetting up an Amazon CloudWatch Billing Alarm to Proactively Monitor Estimated Charges I’m pleased to announce the start of a multi-part series for CloudWatch Billing in which I will explore the techniques for proactively managing your AWS costs. This series kicks off with a walkthrough of setting up CloudWatch Billing Alarms from the AWS…
AWS FeedPerformance Efficiency in AWS Multi-Tenant SaaS Environments By Humberto Somensi, Partner Solutions Architect – AWS SaaS Factory Maximizing performance is a key area of focus for all architects. Achieving optimal performance, however, can be challenging in software-as-a-service (SaaS) environments where multi-tenant workloads can make it difficult to efficiently profile and scale your environment. While…
AWS FeedTrain models faster with an automated data profiler for Amazon Fraud Detector Amazon Fraud Detector is a fully managed service that makes it easy to identify potentially fraudulent online activities, such as the creation of fake accounts or online payment fraud. Amazon Fraud Detector uses machine learning (ML) under the hood and is based…